Triple
T6437502
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Raymond Holt |
E129934
|
entity |
| Predicate | rival |
P437
|
FINISHED |
| Object |
Madeline Wuntch
Madeline Wuntch is a high-ranking NYPD official and recurring antagonist in the sitcom "Brooklyn Nine-Nine," known for her long-running professional feud with Captain Raymond Holt.
|
E599246
|
NE FINISHED |
How this triple was built (4 steps)
Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.
NER
Named-entity recognition
gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: Madeline Wuntch | Statement: [Raymond Holt, rival, Madeline Wuntch]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Madeline Wuntch Context triple: [Raymond Holt, rival, Madeline Wuntch]
-
A.
Madeline Ashton
Madeline Ashton is a vain, aging Hollywood actress whose obsession with youth and beauty leads her to drink a magical potion granting eternal life in the dark comedy film "Death Becomes Her."
-
B.
Madeline Zima
Madeline Zima is an American actress best known for her roles in the television series "The Nanny," "Californication," and "Heroes."
-
C.
Madeline Neroni
Madeline Neroni is a captivating, manipulative, and physically disabled beauty in Anthony Trollope’s novel "Barchester Towers," known for using her charm and wit to influence the social and romantic intrigues around her.
-
D.
Madeline Will
Madeline Will is the wife of American conservative political commentator and columnist George F. Will.
-
E.
Madeline Gleason
Madeline Gleason was an American poet and organizer known for helping launch the San Francisco poetry scene, including organizing one of the first major public poetry festivals in the city.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg
Description generation
gpt-5.1
Instruction
Generate a one-sentence description of the target entity. You are given a context triple in the form (subject, predicate, object), where the object is the target entity. # Instructions Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. Avoid repeating the information from the triple, unless really essential. # Response Format Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Madeline Wuntch Triple: [Raymond Holt, rival, Madeline Wuntch]
Generated description
Madeline Wuntch is a high-ranking NYPD official and recurring antagonist in the sitcom "Brooklyn Nine-Nine," known for her long-running professional feud with Captain Raymond Holt.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Madeline Wuntch Target entity description: Madeline Wuntch is a high-ranking NYPD official and recurring antagonist in the sitcom "Brooklyn Nine-Nine," known for her long-running professional feud with Captain Raymond Holt.
-
A.
Madeline Ashton
Madeline Ashton is a vain, aging Hollywood actress whose obsession with youth and beauty leads her to drink a magical potion granting eternal life in the dark comedy film "Death Becomes Her."
-
B.
Madeline Zima
Madeline Zima is an American actress best known for her roles in the television series "The Nanny," "Californication," and "Heroes."
-
C.
Madeline Neroni
Madeline Neroni is a captivating, manipulative, and physically disabled beauty in Anthony Trollope’s novel "Barchester Towers," known for using her charm and wit to influence the social and romantic intrigues around her.
-
D.
Madeline Will
Madeline Will is the wife of American conservative political commentator and columnist George F. Will.
-
E.
Madeline Gleason
Madeline Gleason was an American poet and organizer known for helping launch the San Francisco poetry scene, including organizing one of the first major public poetry festivals in the city.
- F. None of above. chosen
Provenance (5 batches)
The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.
| Step | Stage | Batch ID | Status | When |
|---|---|---|---|---|
| creating | Elicitation | batch_69c0084caac48190a7bc2ad8ba44536f |
completed | March 22, 2026, 3:18 p.m. |
| NER | Named-entity recognition | batch_69c06964186c8190aeeb0038f4696032 |
completed | March 22, 2026, 10:12 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c6cb02cb3c8190917842bb654326ee |
completed | March 27, 2026, 6:22 p.m. |
| NEDg | Description generation | batch_69c6cc960e088190bd9643aa1c46128d |
completed | March 27, 2026, 6:29 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c6cd4d50948190ac60ec518f00e5d8 |
completed | March 27, 2026, 6:32 p.m. |
Created at: March 22, 2026, 4:45 p.m.